Member of Technical Staff - AI Data
Member of Technical Staff - AI Data
Member of Technical Staff - AI Data
Member of Technical Staff - AI Data
Microsoft Deutschland GmbH
Computer-Software
Frankfurt am Main
- Art der Anstellung: Vollzeit
- Vor Ort
- Zu den Ersten gehören
Member of Technical Staff - AI Data
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Member of Technical Staff - AI Data
Zürich, Switzerland
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Overview
Help b uild the w orld’s m ost a dvanced m ultimodal d ataset at Microsoft AI.
We are on a mission to create the largest and most advanced multimodal dataset in the world. This dataset , spanning all modalities from across the web and beyond , will power the training of the world’s most capable AI frontier models , pushing the boundaries of scale , performance , and product deployment.
The AI Data team at Microsoft AI is responsible for all aspects of data preparation to support our model pre-training operations, including collecting data from the source, extracting and transforming the most useful data, and understanding the impact of changes to data by training and evaluating new models . We are an interdisciplinary team of engineers and scientists, learning from each other, and collaborating to create the best models and products. We work closely with the teams that transform pre-trained models into the models that power the consumer Copilot experience .
We are looking for outstanding individuals excited about contributi ng to the next generation of systems that will transform the field. In particular, we are looking for candidates who :
- Are pa ssionate about the role of data in large-scale AI model training
- Will thrive in a highly collaborative, fast-paced environment
- Have a high degree of craftsmanship and pay close attention to details
- Demonstrate a proactive attitude and enthusiasm for exploring new methods and technologies
- Effectively manage multiple responsibilities and can adjust to shifting priorities .
Qualifications
Required/Minimum Qualifications
- Bachelor's Degree in Computer Science , Math, Software Engineering, Computer Engineering, or related field AND experience in business analytics, data science, software development, data modeling or data engineering work
- OR Master's Degree in Computer Science , Math, Software Engineering, Computer Engineering, or related field AND experience in business analytics, data science, software development, or data engineering work
- OR equivalent experience.
- Experience u sing data processing technologies for Multimodal dataset scalability, parellel processing, data handling, streaming/batch processing, etc.
- Experience working with distributed computing tools such as; Spark, Kubernetes, TensorFlow, Flink and Pyspark.
- Experience conducted research in Machine Learning or worked as an ML Engineer/ MLOps/ SWE.
- Experience designing and developing data pipelines that ingest enormous amounts of multi-modal training data (text, audio, images, video) AND have the skills to be able to build infrastructure to support this work from ground up.
Preferred:
- Experience working with large scale of data ideal Petabyte scale or above.
Responsibilities
- Design and develop data pipelines that ingest enormous amounts of multi-modal training data (text, audio, images, video).
- Build and maintain cutting-edge infrastructure that can store and process the petabytes of data needed to power models.
- Partner with the pretraining and post-training teams to improve our data recipe by rigorous and careful experimentation.
- Collaborate with the product team and other engineers and researchers across Microsoft AI to identify gaps in the current generation of models.
- Embody our culture and values .
Bewertung von Mitarbeitenden
Gesamtbewertung
Basierend auf 875 BewertungenVorteile für Mitarbeitende
Unternehmenskultur
Unternehmenskultur
875 Mitarbeitende haben abgestimmt: Sie bewerten die Unternehmenskultur bei Microsoft Deutschland GmbH als modern.Der Branchen-Durchschnitt tendiert übrigens in Richtung modern